TMDB Data Profile

Dataset statistics

Number of variables	35
Number of observations	490711
Missing cells	25852
Missing cells (%)	0.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	131.0 MiB
Average record size in memory	280.0 B

Variable types

Numeric	6
Text	7
DateTime	1
Categorical	21

Alerts

`action` is highly imbalanced (66.7%)	Imbalance
`adventure` is highly imbalanced (79.5%)	Imbalance
`animation` is highly imbalanced (86.5%)	Imbalance
`crime` is highly imbalanced (72.5%)	Imbalance
`family` is highly imbalanced (80.1%)	Imbalance
`fantasy` is highly imbalanced (84.2%)	Imbalance
`history` is highly imbalanced (84.8%)	Imbalance
`horror` is highly imbalanced (68.7%)	Imbalance
`music` is highly imbalanced (69.8%)	Imbalance
`mystery` is highly imbalanced (83.5%)	Imbalance
`romance` is highly imbalanced (61.3%)	Imbalance
`science_fiction` is highly imbalanced (84.5%)	Imbalance
`tv_movie` is highly imbalanced (77.6%)	Imbalance
`thriller` is highly imbalanced (66.6%)	Imbalance
`war` is highly imbalanced (89.3%)	Imbalance
`western` is highly imbalanced (90.3%)	Imbalance
`budget_category` is highly imbalanced (84.1%)	Imbalance
`release_date` has 25852 (5.3%) missing values	Missing
`vote_count` is highly skewed (γ1 = 26.99360862)	Skewed
`revenue` is highly skewed (γ1 = 41.80162294)	Skewed
`runtime` is highly skewed (γ1 = 79.05066591)	Skewed
`budget` is highly skewed (γ1 = 26.30608203)	Skewed
`vote_average` has 252311 (51.4%) zeros	Zeros
`vote_count` has 252216 (51.4%) zeros	Zeros
`revenue` has 457493 (93.2%) zeros	Zeros
`budget` has 457493 (93.2%) zeros	Zeros

Reproduction

Analysis started	2024-07-13 23:32:47.636352
Analysis finished	2024-07-13 23:33:24.329848
Duration	36.69 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

id
Real number (ℝ)

Distinct	490668
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	575442.92

Minimum	2
Maximum	1307734
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 MiB

Quantile statistics

Minimum	2
5-th percentile	40724.5
Q1	269349.5
median	543208
Q3	874500
95-th percentile	1209726.5
Maximum	1307734
Range	1307732
Interquartile range (IQR)	605150.5

Descriptive statistics

Standard deviation	370153.49
Coefficient of variation (CV)	0.64324971
Kurtosis	-1.0620735
Mean	575442.92
Median Absolute Deviation (MAD)	295662
Skewness	0.23273366
Sum	2.8237617 × 10¹¹
Variance	1.3701361 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1244145	2	< 0.1%
1271173	2	< 0.1%
1205751	2	< 0.1%
1192955	2	< 0.1%
1282701	2	< 0.1%
1218010	2	< 0.1%
1258680	2	< 0.1%
1202079	2	< 0.1%
1207989	2	< 0.1%
1219760	2	< 0.1%
Other values (490658)	490691	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%

Value	Count	Frequency (%)
1307734	1	< 0.1%
1307731	1	< 0.1%
1307728	1	< 0.1%
1307694	1	< 0.1%
1307684	1	< 0.1%
1307682	1	< 0.1%
1307678	1	< 0.1%
1307677	1	< 0.1%
1307675	1	< 0.1%
1307668	1	< 0.1%

title
Text

Distinct	439930
Distinct (%)	89.7%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

Length

Max length	324
Median length	245
Mean length	20.871081
Min length	1

Characters and Unicode

Total characters	10241669
Distinct characters	3407
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	415228 ?
Unique (%)	84.6%

Sample

1st row	Inception
2nd row	Interstellar
3rd row	The Dark Knight
4th row	Avatar
5th row	The Avengers

Value	Count	Frequency (%)
the	125897	7.0%
of	50838	2.8%
a	26794	1.5%
	24367	1.4%
in	20610	1.1%
and	17630	1.0%
to	12398	0.7%
2	11372	0.6%
my	9696	0.5%
love	8243	0.5%
Other values (171642)	1495912	82.9%

Most occurring characters

Value	Count	Frequency (%)
	1313407	12.8%
e	941039	9.2%
a	673784	6.6%
o	576617	5.6%
i	553349	5.4%
n	529504	5.2%
r	515679	5.0%
t	468177	4.6%
s	419691	4.1%
l	334519	3.3%
Other values (3397)	3915903	38.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	10241669	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	1313407	12.8%
e	941039	9.2%
a	673784	6.6%
o	576617	5.6%
i	553349	5.4%
n	529504	5.2%
r	515679	5.0%
t	468177	4.6%
s	419691	4.1%
l	334519	3.3%
Other values (3397)	3915903	38.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	10241669	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	1313407	12.8%
e	941039	9.2%
a	673784	6.6%
o	576617	5.6%
i	553349	5.4%
n	529504	5.2%
r	515679	5.0%
t	468177	4.6%
s	419691	4.1%
l	334519	3.3%
Other values (3397)	3915903	38.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	10241669	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	1313407	12.8%
e	941039	9.2%
a	673784	6.6%
o	576617	5.6%
i	553349	5.4%
n	529504	5.2%
r	515679	5.0%
t	468177	4.6%
s	419691	4.1%
l	334519	3.3%
Other values (3397)	3915903	38.2%

vote_average
Real number (ℝ)

ZEROS

Distinct	4972
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9195443

Minimum	0
Maximum	10
Zeros	252311
Zeros (%)	51.4%
Negative	0
Negative (%)	0.0%
Memory size	3.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6
95-th percentile	8
Maximum	10
Range	10
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.2625736
Coefficient of variation (CV)	1.1174941
Kurtosis	-1.3540654
Mean	2.9195443
Median Absolute Deviation (MAD)	0
Skewness	0.46002371
Sum	1432652.5
Variance	10.644387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	252311	51.4%
6	18170	3.7%
5	17355	3.5%
7	14516	3.0%
8	11191	2.3%
10	11078	2.3%
4	6842	1.4%
5.5	6041	1.2%
6.5	5922	1.2%
2	5802	1.2%
Other values (4962)	141483	28.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	252311	51.4%
0.5	237	< 0.1%
0.75	1	< 0.1%
0.8	88	< 0.1%
0.875	1	< 0.1%
0.9	1	< 0.1%
1	3775	0.8%
1.1	5	< 0.1%
1.167	2	< 0.1%
1.179	1	< 0.1%

Value	Count	Frequency (%)
10	11078	2.3%
9.98	1	< 0.1%
9.9	8	< 0.1%
9.872	1	< 0.1%
9.833	3	< 0.1%
9.8	74	< 0.1%
9.769	1	< 0.1%
9.75	11	< 0.1%
9.7	78	< 0.1%
9.684	1	< 0.1%

vote_count
Real number (ℝ)

SKEWED ZEROS

Distinct	3591
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.514423

Minimum	0
Maximum	34495
Zeros	252216
Zeros (%)	51.4%
Negative	0
Negative (%)	0.0%
Memory size	3.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	57
Maximum	34495
Range	34495
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	483.46681
Coefficient of variation (CV)	11.37183
Kurtosis	995.83367
Mean	42.514423
Median Absolute Deviation (MAD)	0
Skewness	26.993609
Sum	20862295
Variance	233740.16
Monotonicity	Decreasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	252216	51.4%
1	64787	13.2%
2	31132	6.3%
3	19990	4.1%
4	15294	3.1%
5	11441	2.3%
6	8764	1.8%
7	6899	1.4%
8	5490	1.1%
9	4650	0.9%
Other values (3581)	70048	14.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	252216	51.4%
1	64787	13.2%
2	31132	6.3%
3	19990	4.1%
4	15294	3.1%
5	11441	2.3%
6	8764	1.8%
7	6899	1.4%
8	5490	1.1%
9	4650	0.9%

Value	Count	Frequency (%)
34495	1	< 0.1%
32571	1	< 0.1%
30619	1	< 0.1%
29815	1	< 0.1%
29166	1	< 0.1%
28894	1	< 0.1%
27713	1	< 0.1%
27238	1	< 0.1%
26638	1	< 0.1%
25893	1	< 0.1%

release_date
Date

MISSING

Distinct	36380
Distinct (%)	7.8%
Missing	25852
Missing (%)	5.3%
Memory size	3.7 MiB

Minimum	1800-09-11 00:00:00
Maximum	2032-04-11 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

revenue
Real number (ℝ)

SKEWED ZEROS

Distinct	13521
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1500022.2

Minimum	0
Maximum	3 × 10⁹
Zeros	457493
Zeros (%)	93.2%
Negative	0
Negative (%)	0.0%
Memory size	3.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	729497.77
Maximum	3 × 10⁹
Range	3 × 10⁹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	25267302
Coefficient of variation (CV)	16.844618
Kurtosis	2834.5054
Mean	1500022.2
Median Absolute Deviation (MAD)	0
Skewness	41.801623
Sum	7.360774 × 10¹¹
Variance	6.3843653 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	457493	93.2%
729497.7705	16670	3.4%
100000	99	< 0.1%
1000000	87	< 0.1%
10000	82	< 0.1%
2000000	75	< 0.1%
1	66	< 0.1%
10000000	62	< 0.1%
500000	57	< 0.1%
100	54	< 0.1%
Other values (13511)	15966	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	457493	93.2%
1	66	< 0.1%
2	27	< 0.1%
3	21	< 0.1%
4	13	< 0.1%
5	26	< 0.1%
6	11	< 0.1%
7	8	< 0.1%
8	14	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
3000000000	1	< 0.1%
2930000000	1	< 0.1%
2923706026	1	< 0.1%
2800000000	1	< 0.1%
2320250281	1	< 0.1%
2264162353	1	< 0.1%
2068223624	1	< 0.1%
2052415039	1	< 0.1%
1921847111	1	< 0.1%
1671537444	1	< 0.1%

runtime
Real number (ℝ)

SKEWED

Distinct	701
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	97.273458

Minimum	40
Maximum	14400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 MiB

Quantile statistics

Minimum	40
5-th percentile	50
Q1	75
median	90
Q3	108
95-th percentile	165
Maximum	14400
Range	14360
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	61.533162
Coefficient of variation (CV)	0.63257916
Kurtosis	15253.737
Mean	97.273458
Median Absolute Deviation (MAD)	16
Skewness	79.050666
Sum	47733156
Variance	3786.33
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	28328	5.8%
60	12637	2.6%
85	11649	2.4%
100	11515	2.3%
80	11203	2.3%
95	10692	2.2%
88	9011	1.8%
120	8992	1.8%
92	8391	1.7%
93	8382	1.7%
Other values (691)	369911	75.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40	3030	0.6%
41	1216	0.2%
42	1801	0.4%
43	1806	0.4%
44	2357	0.5%
45	4279	0.9%
46	2011	0.4%
47	2162	0.4%
48	2391	0.5%
49	1751	0.4%

Value	Count	Frequency (%)
14400	1	< 0.1%
13319	1	< 0.1%
12480	1	< 0.1%
9000	1	< 0.1%
7200	1	< 0.1%
5700	1	< 0.1%
5220	1	< 0.1%
4320	1	< 0.1%
3720	1	< 0.1%
2880	1	< 0.1%

budget
Real number (ℝ)

SKEWED ZEROS

Distinct	3780
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	572161.49

Minimum	0
Maximum	8.88 × 10⁸
Zeros	457493
Zeros (%)	93.2%
Negative	0
Negative (%)	0.0%
Memory size	3.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	90000
Maximum	8.88 × 10⁸
Range	8.88 × 10⁸
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6816937.3
Coefficient of variation (CV)	11.914359
Kurtosis	1307.8637
Mean	572161.49
Median Absolute Deviation (MAD)	0
Skewness	26.306082
Sum	2.8076594 × 10¹¹
Variance	4.6470634 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	457493	93.2%
278702.5178	5795	1.2%
1000000	748	0.2%
10000	626	0.1%
500000	573	0.1%
2000000	563	0.1%
100000	541	0.1%
5000000	501	0.1%
10000000	492	0.1%
3000000	472	0.1%
Other values (3770)	22907	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	457493	93.2%
1	148	< 0.1%
2	69	< 0.1%
3	50	< 0.1%
4	21	< 0.1%
5	76	< 0.1%
6	22	< 0.1%
7	27	< 0.1%
8	15	< 0.1%
9	9	< 0.1%

Value	Count	Frequency (%)
888000000	1	< 0.1%
600000000	1	< 0.1%
460000000	1	< 0.1%
417549000	1	< 0.1%
379000000	1	< 0.1%
365000000	1	< 0.1%
356000000	1	< 0.1%
340000000	1	< 0.1%
300000000	6	< 0.1%
294700000	1	< 0.1%

synopsis
Text

Distinct	462072
Distinct (%)	94.2%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

Length

Max length	1000
Median length	789
Mean length	297.18803
Min length	1

Characters and Unicode

Total characters	145833435
Distinct characters	2793
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	459457 ?
Unique (%)	93.6%

Sample

1st row	Cobb, a skilled thief who commits corporate espionage by infiltrating the subconscious of his targets is offered a chance to regain his old life as payment for a task considered to be impossible: "inception", the implantation of another person's idea into a target's subconscious.
2nd row	The adventures of a group of explorers who make use of a newly discovered wormhole to surpass the limitations on human space travel and conquer the vast distances involved in an interstellar voyage.
3rd row	Batman raises the stakes in his war on crime. With the help of Lt. Jim Gordon and District Attorney Harvey Dent, Batman sets out to dismantle the remaining criminal organizations that plague the streets. The partnership proves to be effective, but they soon find themselves prey to a reign of chaos unleashed by a rising criminal mastermind known to the terrified citizens of Gotham as the Joker.
4th row	In the 22nd century, a paraplegic Marine is dispatched to the moon Pandora on a unique mission, but becomes torn between following orders and protecting an alien civilization.
5th row	When an unexpected enemy emerges and threatens global safety and security, Nick Fury, director of the international peacekeeping agency known as S.H.I.E.L.D., finds himself in need of a team to pull the world back from the brink of disaster. Spanning the globe, a daring recruitment effort begins!

Value	Count	Frequency (%)
the	1413466	5.7%
a	853469	3.4%
and	800344	3.2%
of	744779	3.0%
to	659884	2.7%
in	498214	2.0%
is	326761	1.3%
his	274427	1.1%
with	240876	1.0%
her	216840	0.9%
Other values (451919)	18817153	75.7%

Most occurring characters

Value	Count	Frequency (%)
	24439169	16.8%
e	13726519	9.4%
a	9468676	6.5%
t	9453732	6.5%
i	8499596	5.8%
o	8448621	5.8%
n	8232510	5.6%
s	7714690	5.3%
r	7367693	5.1%
h	5982588	4.1%
Other values (2783)	42499641	29.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	145833435	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	24439169	16.8%
e	13726519	9.4%
a	9468676	6.5%
t	9453732	6.5%
i	8499596	5.8%
o	8448621	5.8%
n	8232510	5.6%
s	7714690	5.3%
r	7367693	5.1%
h	5982588	4.1%
Other values (2783)	42499641	29.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	145833435	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	24439169	16.8%
e	13726519	9.4%
a	9468676	6.5%
t	9453732	6.5%
i	8499596	5.8%
o	8448621	5.8%
n	8232510	5.6%
s	7714690	5.3%
r	7367693	5.1%
h	5982588	4.1%
Other values (2783)	42499641	29.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	145833435	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	24439169	16.8%
e	13726519	9.4%
a	9468676	6.5%
t	9453732	6.5%
i	8499596	5.8%
o	8448621	5.8%
n	8232510	5.6%
s	7714690	5.3%
r	7367693	5.1%
h	5982588	4.1%
Other values (2783)	42499641	29.1%

genres
Text

Distinct	10157
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

Length

Max length	99
Median length	92
Mean length	9.9566017
Min length	3

Characters and Unicode

Total characters	4885814
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5884 ?
Unique (%)	1.2%

Sample

1st row	Action, Science Fiction, Adventure
2nd row	Adventure, Drama, Science Fiction
3rd row	Drama, Action, Crime, Thriller
4th row	Action, Adventure, Fantasy, Science Fiction
5th row	Science Fiction, Action, Adventure

Value	Count	Frequency (%)
nan	142442	19.1%
drama	131328	17.6%
documentary	79544	10.6%
comedy	74881	10.0%
romance	37120	5.0%
thriller	30219	4.0%
action	30145	4.0%
horror	27732	3.7%
music	26330	3.5%
crime	23289	3.1%
Other values (12)	144608	19.3%

Most occurring characters

Value	Count	Frequency (%)
a	575688	11.8%
n	505338	10.3%
r	429287	8.8%
m	370626	7.6%
e	340402	7.0%
o	325881	6.7%
	256927	5.3%
,	228234	4.7%
y	215491	4.4%
D	210872	4.3%
Other values (19)	1427068	29.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4885814	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	575688	11.8%
n	505338	10.3%
r	429287	8.8%
m	370626	7.6%
e	340402	7.0%
o	325881	6.7%
	256927	5.3%
,	228234	4.7%
y	215491	4.4%
D	210872	4.3%
Other values (19)	1427068	29.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4885814	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	575688	11.8%
n	505338	10.3%
r	429287	8.8%
m	370626	7.6%
e	340402	7.0%
o	325881	6.7%
	256927	5.3%
,	228234	4.7%
y	215491	4.4%
D	210872	4.3%
Other values (19)	1427068	29.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4885814	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	575688	11.8%
n	505338	10.3%
r	429287	8.8%
m	370626	7.6%
e	340402	7.0%
o	325881	6.7%
	256927	5.3%
,	228234	4.7%
y	215491	4.4%
D	210872	4.3%
Other values (19)	1427068	29.2%

production_companies
Text

Distinct	134468
Distinct (%)	27.4%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

Length

Max length	586
Median length	469
Mean length	17.455561
Min length	0

Characters and Unicode

Total characters	8565636
Distinct characters	1305
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	112108 ?
Unique (%)	22.8%

Sample

1st row	Legendary Pictures, Syncopy, Warner Bros. Pictures
2nd row	Legendary Pictures, Syncopy, Lynda Obst Productions
3rd row	DC Comics, Legendary Pictures, Syncopy, Isobel Griffiths, Warner Bros. Pictures
4th row	Dune Entertainment, Lightstorm Entertainment, 20th Century Fox, Ingenious Media
5th row	Marvel Studios

Value	Count	Frequency (%)
nan	186756	14.7%
films	50523	4.0%
productions	49225	3.9%
film	39053	3.1%
pictures	34962	2.8%
entertainment	26694	2.1%
studios	10528	0.8%
media	10292	0.8%
company	8624	0.7%
production	8225	0.6%
Other values (69854)	846212	66.6%

Most occurring characters

Value	Count	Frequency (%)
n	858354	10.0%
	780636	9.1%
a	644217	7.5%
i	632904	7.4%
e	541192	6.3%
o	495022	5.8%
t	444925	5.2%
r	443023	5.2%
s	354579	4.1%
l	310916	3.6%
Other values (1295)	3059868	35.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8565636	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	858354	10.0%
	780636	9.1%
a	644217	7.5%
i	632904	7.4%
e	541192	6.3%
o	495022	5.8%
t	444925	5.2%
r	443023	5.2%
s	354579	4.1%
l	310916	3.6%
Other values (1295)	3059868	35.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8565636	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	858354	10.0%
	780636	9.1%
a	644217	7.5%
i	632904	7.4%
e	541192	6.3%
o	495022	5.8%
t	444925	5.2%
r	443023	5.2%
s	354579	4.1%
l	310916	3.6%
Other values (1295)	3059868	35.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8565636	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	858354	10.0%
	780636	9.1%
a	644217	7.5%
i	632904	7.4%
e	541192	6.3%
o	495022	5.8%
t	444925	5.2%
r	443023	5.2%
s	354579	4.1%
l	310916	3.6%
Other values (1295)	3059868	35.7%

production_countries
Text

Distinct	8213
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

Length

Max length	596
Median length	333
Mean length	11.258824
Min length	3

Characters and Unicode

Total characters	5524829
Distinct characters	57
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5828 ?
Unique (%)	1.2%

Sample

1st row	United Kingdom, United States of America
2nd row	United Kingdom, United States of America
3rd row	United Kingdom, United States of America
4th row	United States of America, United Kingdom
5th row	United States of America

Value	Count	Frequency (%)
united	148508	15.5%
nan	144820	15.1%
states	124222	13.0%
of	124216	13.0%
america	124216	13.0%
japan	30322	3.2%
kingdom	24098	2.5%
france	21858	2.3%
germany	19658	2.1%
india	14877	1.6%
Other values (281)	179617	18.8%

Most occurring characters

Value	Count	Frequency (%)
a	680016	12.3%
n	649595	11.8%
e	524311	9.5%
	465701	8.4%
t	447684	8.1%
i	414290	7.5%
d	224914	4.1%
r	223170	4.0%
o	204884	3.7%
m	177242	3.2%
Other values (47)	1513022	27.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5524829	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	680016	12.3%
n	649595	11.8%
e	524311	9.5%
	465701	8.4%
t	447684	8.1%
i	414290	7.5%
d	224914	4.1%
r	223170	4.0%
o	204884	3.7%
m	177242	3.2%
Other values (47)	1513022	27.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5524829	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	680016	12.3%
n	649595	11.8%
e	524311	9.5%
	465701	8.4%
t	447684	8.1%
i	414290	7.5%
d	224914	4.1%
r	223170	4.0%
o	204884	3.7%
m	177242	3.2%
Other values (47)	1513022	27.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5524829	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	680016	12.3%
n	649595	11.8%
e	524311	9.5%
	465701	8.4%
t	447684	8.1%
i	414290	7.5%
d	224914	4.1%
r	223170	4.0%
o	204884	3.7%
m	177242	3.2%
Other values (47)	1513022	27.4%

spoken_languages
Text

Distinct	5976
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

Length

Max length	172
Median length	145
Mean length	6.9363699
Min length	3

Characters and Unicode

Total characters	3403753
Distinct characters	56
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4073 ?
Unique (%)	0.8%

Sample

1st row	English, French, Japanese, Swahili
2nd row	English
3rd row	English, Mandarin
4th row	English, Spanish
5th row	English, Hindi, Russian

Value	Count	Frequency (%)
english	176692	32.3%
nan	126597	23.1%
japanese	32132	5.9%
french	26216	4.8%
spanish	23755	4.3%
german	19867	3.6%
italian	12962	2.4%
russian	11453	2.1%
mandarin	10786	2.0%
portuguese	7597	1.4%
Other values (176)	98990	18.1%

Most occurring characters

Value	Count	Frequency (%)
n	640952	18.8%
a	386286	11.3%
i	302738	8.9%
s	287578	8.4%
h	253539	7.4%
l	216124	6.3%
g	209080	6.1%
E	177240	5.2%
e	173801	5.1%
r	98830	2.9%
Other values (46)	657585	19.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3403753	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	640952	18.8%
a	386286	11.3%
i	302738	8.9%
s	287578	8.4%
h	253539	7.4%
l	216124	6.3%
g	209080	6.1%
E	177240	5.2%
e	173801	5.1%
r	98830	2.9%
Other values (46)	657585	19.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3403753	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	640952	18.8%
a	386286	11.3%
i	302738	8.9%
s	287578	8.4%
h	253539	7.4%
l	216124	6.3%
g	209080	6.1%
E	177240	5.2%
e	173801	5.1%
r	98830	2.9%
Other values (46)	657585	19.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3403753	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	640952	18.8%
a	386286	11.3%
i	302738	8.9%
s	287578	8.4%
h	253539	7.4%
l	216124	6.3%
g	209080	6.1%
E	177240	5.2%
e	173801	5.1%
r	98830	2.9%
Other values (46)	657585	19.3%

original_language
Text

Distinct	154
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

Length

Max length	34
Median length	7
Mean length	7.1373456
Min length	3

Characters and Unicode

Total characters	3502374
Distinct characters	63
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	< 0.1%

Sample

1st row	English
2nd row	English
3rd row	English
4th row	English
5th row	English

Value	Count	Frequency (%)
english	283382	56.7%
japanese	33232	6.6%
french	22787	4.6%
spanish	20750	4.1%
german	16988	3.4%
chinese	10611	2.1%
italian	10475	2.1%
russian	9292	1.9%
portuguese	6873	1.4%
korean	6834	1.4%
Other values (174)	78932	15.8%

Most occurring characters

Value	Count	Frequency (%)
n	463275	13.2%
s	396503	11.3%
i	393590	11.2%
h	361431	10.3%
l	319748	9.1%
g	307386	8.8%
E	284315	8.1%
a	213782	6.1%
e	182417	5.2%
r	81107	2.3%
Other values (53)	498820	14.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3502374	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	463275	13.2%
s	396503	11.3%
i	393590	11.2%
h	361431	10.3%
l	319748	9.1%
g	307386	8.8%
E	284315	8.1%
a	213782	6.1%
e	182417	5.2%
r	81107	2.3%
Other values (53)	498820	14.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3502374	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	463275	13.2%
s	396503	11.3%
i	393590	11.2%
h	361431	10.3%
l	319748	9.1%
g	307386	8.8%
E	284315	8.1%
a	213782	6.1%
e	182417	5.2%
r	81107	2.3%
Other values (53)	498820	14.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3502374	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	463275	13.2%
s	396503	11.3%
i	393590	11.2%
h	361431	10.3%
l	319748	9.1%
g	307386	8.8%
E	284315	8.1%
a	213782	6.1%
e	182417	5.2%
r	81107	2.3%
Other values (53)	498820	14.2%

action
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	460570
1	30141

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	460570	93.9%
1	30141	6.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	460570	93.9%
1	30141	6.1%

Most occurring characters

Value	Count	Frequency (%)
0	460570	93.9%
1	30141	6.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	460570	93.9%
1	30141	6.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	460570	93.9%
1	30141	6.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	460570	93.9%
1	30141	6.1%

adventure
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	474938
1	15773

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	474938	96.8%
1	15773	3.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	474938	96.8%
1	15773	3.2%

Most occurring characters

Value	Count	Frequency (%)
0	474938	96.8%
1	15773	3.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	474938	96.8%
1	15773	3.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	474938	96.8%
1	15773	3.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	474938	96.8%
1	15773	3.2%

animation
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	481448
1	9263

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	481448	98.1%
1	9263	1.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	481448	98.1%
1	9263	1.9%

Most occurring characters

Value	Count	Frequency (%)
0	481448	98.1%
1	9263	1.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	481448	98.1%
1	9263	1.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	481448	98.1%
1	9263	1.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	481448	98.1%
1	9263	1.9%

comedy
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	415842
1	74869

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	415842	84.7%
1	74869	15.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	415842	84.7%
1	74869	15.3%

Most occurring characters

Value	Count	Frequency (%)
0	415842	84.7%
1	74869	15.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	415842	84.7%
1	74869	15.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	415842	84.7%
1	74869	15.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	415842	84.7%
1	74869	15.3%

crime
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	467424
1	23287

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	467424	95.3%
1	23287	4.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	467424	95.3%
1	23287	4.7%

Most occurring characters

Value	Count	Frequency (%)
0	467424	95.3%
1	23287	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	467424	95.3%
1	23287	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	467424	95.3%
1	23287	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	467424	95.3%
1	23287	4.7%

documentary
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	411189
1	79522

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	411189	83.8%
1	79522	16.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	411189	83.8%
1	79522	16.2%

Most occurring characters

Value	Count	Frequency (%)
0	411189	83.8%
1	79522	16.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	411189	83.8%
1	79522	16.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	411189	83.8%
1	79522	16.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	411189	83.8%
1	79522	16.2%

drama
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	359414
1	131297

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	359414	73.2%
1	131297	26.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	359414	73.2%
1	131297	26.8%

Most occurring characters

Value	Count	Frequency (%)
0	359414	73.2%
1	131297	26.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	359414	73.2%
1	131297	26.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	359414	73.2%
1	131297	26.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	359414	73.2%
1	131297	26.8%

family
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	475517
1	15194

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	475517	96.9%
1	15194	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	475517	96.9%
1	15194	3.1%

Most occurring characters

Value	Count	Frequency (%)
0	475517	96.9%
1	15194	3.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	475517	96.9%
1	15194	3.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	475517	96.9%
1	15194	3.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	475517	96.9%
1	15194	3.1%

fantasy
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	479445
1	11266

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	479445	97.7%
1	11266	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	479445	97.7%
1	11266	2.3%

Most occurring characters

Value	Count	Frequency (%)
0	479445	97.7%
1	11266	2.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	479445	97.7%
1	11266	2.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	479445	97.7%
1	11266	2.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	479445	97.7%
1	11266	2.3%

history
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	479943
1	10768

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	479943	97.8%
1	10768	2.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	479943	97.8%
1	10768	2.2%

Most occurring characters

Value	Count	Frequency (%)
0	479943	97.8%
1	10768	2.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	479943	97.8%
1	10768	2.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	479943	97.8%
1	10768	2.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	479943	97.8%
1	10768	2.2%

horror
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	462983
1	27728

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	462983	94.3%
1	27728	5.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	462983	94.3%
1	27728	5.7%

Most occurring characters

Value	Count	Frequency (%)
0	462983	94.3%
1	27728	5.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	462983	94.3%
1	27728	5.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	462983	94.3%
1	27728	5.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	462983	94.3%
1	27728	5.7%

music
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	464394
1	26317

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	464394	94.6%
1	26317	5.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	464394	94.6%
1	26317	5.4%

Most occurring characters

Value	Count	Frequency (%)
0	464394	94.6%
1	26317	5.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	464394	94.6%
1	26317	5.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	464394	94.6%
1	26317	5.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	464394	94.6%
1	26317	5.4%

mystery
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	478795
1	11916

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	478795	97.6%
1	11916	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	478795	97.6%
1	11916	2.4%

Most occurring characters

Value	Count	Frequency (%)
0	478795	97.6%
1	11916	2.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	478795	97.6%
1	11916	2.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	478795	97.6%
1	11916	2.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	478795	97.6%
1	11916	2.4%

romance
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	453595
1	37116

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	453595	92.4%
1	37116	7.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	453595	92.4%
1	37116	7.6%

Most occurring characters

Value	Count	Frequency (%)
0	453595	92.4%
1	37116	7.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	453595	92.4%
1	37116	7.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	453595	92.4%
1	37116	7.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	453595	92.4%
1	37116	7.6%

science_fiction
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	479725
1	10986

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	479725	97.8%
1	10986	2.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	479725	97.8%
1	10986	2.2%

Most occurring characters

Value	Count	Frequency (%)
0	479725	97.8%
1	10986	2.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	479725	97.8%
1	10986	2.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	479725	97.8%
1	10986	2.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	479725	97.8%
1	10986	2.2%

tv_movie
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	473006
1	17705

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	473006	96.4%
1	17705	3.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	473006	96.4%
1	17705	3.6%

Most occurring characters

Value	Count	Frequency (%)
0	473006	96.4%
1	17705	3.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	473006	96.4%
1	17705	3.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	473006	96.4%
1	17705	3.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	473006	96.4%
1	17705	3.6%

thriller
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	460494
1	30217

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	460494	93.8%
1	30217	6.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	460494	93.8%
1	30217	6.2%

Most occurring characters

Value	Count	Frequency (%)
0	460494	93.8%
1	30217	6.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	460494	93.8%
1	30217	6.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	460494	93.8%
1	30217	6.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	460494	93.8%
1	30217	6.2%

war
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	483785
1	6926

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	483785	98.6%
1	6926	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	483785	98.6%
1	6926	1.4%

Most occurring characters

Value	Count	Frequency (%)
0	483785	98.6%
1	6926	1.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	483785	98.6%
1	6926	1.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	483785	98.6%
1	6926	1.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	483785	98.6%
1	6926	1.4%

western
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

0	484609
1	6102

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	490711
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	484609	98.8%
1	6102	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	484609	98.8%
1	6102	1.2%

Most occurring characters

Value	Count	Frequency (%)
0	484609	98.8%
1	6102	1.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	484609	98.8%
1	6102	1.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	484609	98.8%
1	6102	1.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	490711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	484609	98.8%
1	6102	1.2%

runtime_category
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

Short Films	323183
Mid-Length Films	119501
Long Films	29827
Super Long Films	18200

Length

Max length	16
Median length	11
Mean length	12.342293
Min length	10

Characters and Unicode

Total characters	6056499
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Long Films
2nd row	Long Films
3rd row	Long Films
4th row	Long Films
5th row	Long Films

Common Values

Value	Count	Frequency (%)
Short Films	323183	65.9%
Mid-Length Films	119501	24.4%
Long Films	29827	6.1%
Super Long Films	18200	3.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
films	490711	49.1%
short	323183	32.3%
mid-length	119501	12.0%
long	48027	4.8%
super	18200	1.8%

Most occurring characters

Value	Count	Frequency (%)
i	610212	10.1%
	508911	8.4%
s	490711	8.1%
m	490711	8.1%
F	490711	8.1%
l	490711	8.1%
h	442684	7.3%
t	442684	7.3%
o	371210	6.1%
S	341383	5.6%
Other values (10)	1376571	22.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6056499	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	610212	10.1%
	508911	8.4%
s	490711	8.1%
m	490711	8.1%
F	490711	8.1%
l	490711	8.1%
h	442684	7.3%
t	442684	7.3%
o	371210	6.1%
S	341383	5.6%
Other values (10)	1376571	22.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6056499	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	610212	10.1%
	508911	8.4%
s	490711	8.1%
m	490711	8.1%
F	490711	8.1%
l	490711	8.1%
h	442684	7.3%
t	442684	7.3%
o	371210	6.1%
S	341383	5.6%
Other values (10)	1376571	22.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6056499	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	610212	10.1%
	508911	8.4%
s	490711	8.1%
m	490711	8.1%
F	490711	8.1%
l	490711	8.1%
h	442684	7.3%
t	442684	7.3%
o	371210	6.1%
S	341383	5.6%
Other values (10)	1376571	22.7%

budget_category
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.7 MiB

Micro-Budget	468492
Low-Budget	14447
Mid-Budget	6394
High-Budget	1378

Length

Max length	12
Median length	12
Mean length	11.91225
Min length	10

Characters and Unicode

Total characters	5845472
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	High-Budget
2nd row	High-Budget
3rd row	High-Budget
4th row	High-Budget
5th row	High-Budget

Common Values

Value	Count	Frequency (%)
Micro-Budget	468492	95.5%
Low-Budget	14447	2.9%
Mid-Budget	6394	1.3%
High-Budget	1378	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
micro-budget	468492	95.5%
low-budget	14447	2.9%
mid-budget	6394	1.3%
high-budget	1378	0.3%

Most occurring characters

Value	Count	Frequency (%)
d	497105	8.5%
g	492089	8.4%
-	490711	8.4%
B	490711	8.4%
u	490711	8.4%
e	490711	8.4%
t	490711	8.4%
o	482939	8.3%
i	476264	8.1%
M	474886	8.1%
Other values (6)	968634	16.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5845472	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
d	497105	8.5%
g	492089	8.4%
-	490711	8.4%
B	490711	8.4%
u	490711	8.4%
e	490711	8.4%
t	490711	8.4%
o	482939	8.3%
i	476264	8.1%
M	474886	8.1%
Other values (6)	968634	16.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5845472	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
d	497105	8.5%
g	492089	8.4%
-	490711	8.4%
B	490711	8.4%
u	490711	8.4%
e	490711	8.4%
t	490711	8.4%
o	482939	8.3%
i	476264	8.1%
M	474886	8.1%
Other values (6)	968634	16.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5845472	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
d	497105	8.5%
g	492089	8.4%
-	490711	8.4%
B	490711	8.4%
u	490711	8.4%
e	490711	8.4%
t	490711	8.4%
o	482939	8.3%
i	476264	8.1%
M	474886	8.1%
Other values (6)	968634	16.6%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	id	title	vote_average	vote_count	release_date	revenue	runtime	budget	synopsis	genres	production_companies	production_countries	spoken_languages	original_language	action	adventure	comedy	crime	drama	fantasy	science_fiction	thriller	runtime_category	budget_category
0	27205	Inception	8.364	34495	2010-07-15	8.255328e+08	148	160000000.0	Cobb, a skilled thief who commits corporate espionage by infiltrating the subconscious of his targets is offered a chance to regain his old life as payment for a task considered to be impossible: "inception", the implantation of another person's idea into a target's subconscious.	Action, Science Fiction, Adventure	Legendary Pictures, Syncopy, Warner Bros. Pictures	United Kingdom, United States of America	English, French, Japanese, Swahili	English	1	1	0	0	0	0	1	0	Long Films	High-Budget
1	157336	Interstellar	8.417	32571	2014-11-05	7.017292e+08	169	165000000.0	The adventures of a group of explorers who make use of a newly discovered wormhole to surpass the limitations on human space travel and conquer the vast distances involved in an interstellar voyage.	Adventure, Drama, Science Fiction	Legendary Pictures, Syncopy, Lynda Obst Productions	United Kingdom, United States of America	English	English	0	1	0	0	1	0	1	0	Long Films	High-Budget
2	155	The Dark Knight	8.512	30619	2008-07-16	1.004558e+09	152	185000000.0	Batman raises the stakes in his war on crime. With the help of Lt. Jim Gordon and District Attorney Harvey Dent, Batman sets out to dismantle the remaining criminal organizations that plague the streets. The partnership proves to be effective, but they soon find themselves prey to a reign of chaos unleashed by a rising criminal mastermind known to the terrified citizens of Gotham as the Joker.	Drama, Action, Crime, Thriller	DC Comics, Legendary Pictures, Syncopy, Isobel Griffiths, Warner Bros. Pictures	United Kingdom, United States of America	English, Mandarin	English	1	0	0	1	1	0	0	1	Long Films	High-Budget
3	19995	Avatar	7.573	29815	2009-12-15	2.923706e+09	162	237000000.0	In the 22nd century, a paraplegic Marine is dispatched to the moon Pandora on a unique mission, but becomes torn between following orders and protecting an alien civilization.	Action, Adventure, Fantasy, Science Fiction	Dune Entertainment, Lightstorm Entertainment, 20th Century Fox, Ingenious Media	United States of America, United Kingdom	English, Spanish	English	1	1	0	0	0	1	1	0	Long Films	High-Budget
4	24428	The Avengers	7.710	29166	2012-04-25	1.518816e+09	143	220000000.0	When an unexpected enemy emerges and threatens global safety and security, Nick Fury, director of the international peacekeeping agency known as S.H.I.E.L.D., finds himself in need of a team to pull the world back from the brink of disaster. Spanning the globe, a daring recruitment effort begins!	Science Fiction, Action, Adventure	Marvel Studios	United States of America	English, Hindi, Russian	English	1	1	0	0	0	0	1	0	Long Films	High-Budget
5	293660	Deadpool	7.606	28894	2016-02-09	7.831000e+08	108	58000000.0	The origin story of former Special Forces operative turned mercenary Wade Wilson, who, after being subjected to a rogue experiment that leaves him with accelerated healing powers, adopts the alter ego Deadpool. Armed with his new abilities and a dark, twisted sense of humor, Deadpool hunts down the man who nearly destroyed his life.	Action, Adventure, Comedy	20th Century Fox, The Donners' Company, Genre Films	United States of America	English	English	1	1	1	0	0	0	0	0	Mid-Length Films	High-Budget
6	299536	Avengers: Infinity War	8.255	27713	2018-04-25	2.052415e+09	149	300000000.0	As the Avengers and their allies have continued to protect the world from threats too large for any one hero to handle, a new danger has emerged from the cosmic shadows: Thanos. A despot of intergalactic infamy, his goal is to collect all six Infinity Stones, artifacts of unimaginable power, and use them to inflict his twisted will on all of reality. Everything the Avengers have fought for has led up to this moment - the fate of Earth and existence itself has never been more uncertain.	Adventure, Action, Science Fiction	Marvel Studios	United States of America	English, Xhosa	English	1	1	0	0	0	0	1	0	Long Films	High-Budget
7	550	Fight Club	8.438	27238	1999-10-15	1.008538e+08	139	63000000.0	A ticking-time-bomb insomniac and a slippery soap salesman channel primal male aggression into a shocking new form of therapy. Their concept catches on, with underground "fight clubs" forming in every town, until an eccentric gets in the way and ignites an out-of-control spiral toward oblivion.	Drama	Regency Enterprises, Fox 2000 Pictures, Taurus Film, Atman Entertainment, Knickerbocker Films, The Linson Company, 20th Century Fox	United States of America	English	English	0	0	0	0	1	0	0	0	Mid-Length Films	High-Budget
8	118340	Guardians of the Galaxy	7.906	26638	2014-07-30	7.727766e+08	121	170000000.0	Light years from Earth, 26 years after being abducted, Peter Quill finds himself the prime target of a manhunt after discovering an orb wanted by Ronan the Accuser.	Action, Science Fiction, Adventure	Marvel Studios	United States of America	English	English	1	1	0	0	0	0	1	0	Mid-Length Films	High-Budget
9	680	Pulp Fiction	8.488	25893	1994-09-10	2.139000e+08	154	8500000.0	A burger-loving hit man, his philosophical partner, a drug-addled gangster's moll and a washed-up boxer converge in this sprawling, comedic crime caper. Their adventures unfurl in three stories that ingeniously trip back and forth in time.	Thriller, Crime	Miramax, A Band Apart, Jersey Films	United States of America	English, Spanish, French	English	0	0	0	1	0	0	0	1	Long Films	Mid-Budget

	id	title	release_date	revenue	runtime	budget	synopsis	genres	production_companies	production_countries	spoken_languages	original_language	action	adventure	comedy	documentary	drama	war	runtime_category	budget_category
490701	743419	I Am Chut Wutty	2016-04-05	0.0	57	0.0	In one of the last remaining wildernesses in South East Asia, a community of activists are struggling to defend their forest.	Documentary	nan	nan	nan	English	0	0	0	1	0	0	Short Films	Micro-Budget
490702	743457	Colmax University: Honor Sluts	2012-12-06	0.0	89	0.0	Nowadays students are more and more promiscuous. Honestly, guys : what kind of world do we live in?! For sure a perfect world of debauchery where girls could get a bitch sucking degree. Here it is! Enjoy this very hardcore Gonzo, featuring many french porn stars!!	nan	Colmax	nan	nan	French	0	0	0	0	0	0	Short Films	Micro-Budget
490703	743462	The Magic Blade	2017-04-01	0.0	108	0.0	24 years ago, "God of Sabre" Yang Chang Feng was double-crossed and murdered by someone close to him.	Action, Adventure	nan	China	Mandarin	Chinese	1	1	0	0	0	0	Mid-Length Films	Micro-Budget
490704	743469	Chnchik	2020-10-23	0.0	91	0.0	An innocent girl in a village is bullied by her family and villagers for her poor behavior, and she is called Chnchik that means stupid instead of her real name. Her mistakes become a neighbor′s laughter, and her parents, who are not happy with this situation, are ashamed of her as well. However, she does not lose her dignity, and works alone to herd goats in the mountains far from the village. One day, she encounters an unfamiliar soldier who was isolated while he is training. They feel small compassion with each other and fall in love. However, a short, dreamlike moment of love on a midsummer day brings a permanent change to her life.	Drama	Armna Production	Armenia, Germany, Netherlands	Armenian	Armenian	0	0	0	0	1	0	Short Films	Micro-Budget
490705	743470	Nungshi Echel	NaT	2000.0	90	1000.0	R.C. Entertainment Present Tele Play Nungshi Echel Cast: Ratan Lai, Kajal, Thoithoi	nan	nan	nan	nan	English	0	0	0	0	0	0	Short Films	Micro-Budget
490706	287149	Das Attentat - Heydrich in Prag	1967-09-13	0.0	90	0.0	Based on historical events, the film tells the story of Operation Anthropoid which led to the assassination of the German SS leader Heydrich in Prague by Czech rebels led by Josef Gabcik and Jan Kubis.	War	Bavaria Film	Germany	nan	German	0	0	0	0	0	1	Short Films	Micro-Budget
490707	743426	Women in an S & M Prison: Captive Flesh Demon 5	2015-04-24	0.0	121	0.0	nan	Drama	K.M.Produce	Japan	Japanese	Japanese	0	0	0	0	1	0	Mid-Length Films	Micro-Budget
490708	287152	Percival's Big Night	2012-03-04	0.0	86	0.0	The idiot's guide to getting your life back on track when the only tools at your disposal are a half-assed BA in Fine Arts, a part time job as a delivery boy, some really dank weed, a bow tie, and the love of your life who has never noticed you. Until now.	Drama, Comedy	nan	nan	nan	English	0	0	1	0	1	0	Short Films	Micro-Budget
490709	743442	The Great Depression: A Job at Ford's	1993-01-01	0.0	52	0.0	Just before the advent of the Great Depression, Henry Ford controlled the most important company in the most important industry in the booming American economy. His offer of high wages in exchange for hard work attracted workers to Detroit, but it began to come apart when Ford hired a private police force to speed up production and spy on employees. After the depression hit in 1929, these workers faced a new, grim reality as unemployment skyrocketed.	Documentary	Blackside, Inc., Corporation for Public Broadcasting	United States of America	English	English	0	0	0	1	0	0	Short Films	Micro-Budget
490710	695272	Cannibal Island	1956-02-01	0.0	75	0.0	Though the release date says 1956, this film consists mostly of footage from a 1931 documentary called "Gow the Killer." It was the first sound film to deal with cannibalism, as it documented the social life and customs of primitive tribes that in fact did engage in cannibalism.	Documentary	nan	nan	nan	English	0	0	0	1	0	0	Short Films	Micro-Budget

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts